A Small Business's "One-Person AI Department": Replacing 5 SaaS Subscriptions with Kaihe
What's the biggest embarrassment for small and medium businesses? Software subscription fees rising faster than employee salaries.
In 2025, a 10-person design studio spends approximately 30,000-50,000 CNY annually on SaaS: - Adobe Creative Cloud (2 users): ~800 CNY/month/person - Office suite (Microsoft 365 / WPS Pro): ~60 CNY/person/month - AI writing assistant (Jasper / local equivalents): ~150 CNY/person/month - Cloud storage (enterprise plans): ~199 CNY/month - Collaboration tools (Slack / Teams / Feishu Pro): ~50 CNY/person/month
Add it up: 30,000-50,000 CNY/year—half a junior employee's annual salary.
This isn't tech empowerment. This is SaaS captivity.
Kaihe's Answer: One Device Does the Work of 5 SaaS Subscriptions
A Kaihe Agent Computer sits in the office corner, running 24/7. Here's what it handles:
| SaaS You Used to Pay For | How Kaihe Replaces It |
|---|---|
| AI writing assistant | Runs DeepSeek-Qwen locally; content generation costs zero |
| Cloud storage | Local 2TB SSD; files never leave the company |
| Design AI assistant | Local visual models (Stable Diffusion / FLUX); no MidJourney membership fees |
| Meeting notes & transcription | Local speech recognition + LLM summarization; no dependency on cloud APIs |
| Customer service bot | Local agent handles WeChat/website inquiries; zero token fees |
Key point: These features don't rely on external APIs. No per-user, per-month, or per-usage billing. One A1 device at 999 CNY, one-time purchase. Electricity: ~5 CNY/month.
For a 10-person team, annual savings: 30,000-45,000 CNY. Payback in under a year. After that, pure savings.
Real Scenarios: How a One-Person Business Does the Work of 10 with Kaihe
Scenario 1: Solo Content Creator
Before: - Jasper for copywriting: ~150 CNY/month - MidJourney for images: ~220 CNY/month - Premium editing tools: ~30 CNY/month - Platform assistants: ~50 CNY/month - Monthly software cost: ~450 CNY
After (Kaihe A1): - Copywriting: Local Qwen2.5-7B generation, zero cost - Images: Local FLUX.1, quality close to MidJourney v6 - Video scripts: Local agent plans, auto-outputs storyboards - Multi-platform distribution: Agent auto-formats → publishes to all channels
Saves 450 CNY/month, 5,400 CNY/year. Kaihe A1 pays for itself in one year.
Scenario 2: Small Design Studio (5-10 people)
Before: - Adobe suite (2 users): 1,600 CNY/month - Cloud storage (asset library): 199 CNY/month - AI design tools (MidJourney + assistants): ~400 CNY/month
After (Kaihe E1 + DeepX M1): - Design tools: Local Krita AI plugin (based on local Diffusers), zero Adobe dependency - Asset library: Local NAS + Kaihe management, 2TB assets, instant search - AI image generation: Local FLUX + LoRA fine-tuning, consistent style, no copyright issues
Saves ~26,000 CNY/year. Two-year payback; thereafter 26,000 CNY net savings annually.
Scenario 3: E-commerce Seller (3-5 person team)
Before: - Product copywriting: Freelance writers, ~3,000 CNY/month - Product images: Outsourced design, ~2,000 CNY/month - Customer service: Outsourced or self-managed, ~5,000 CNY/month labor cost
After (Kaihe B1): - Product copywriting: Local agent batch generation; input competitor links → output differentiated copy - Product images: Local FLUX + product scene templates, one-click generation - Customer service: Local agent handles messages, auto-reply, order sync, anomaly alerts
Saves ~100,000 CNY/year. Kaihe B1 (~3,000 CNY) pays for itself in one month.
Why Does It Have to Be "Local"?
SaaS's core cost model: per person, per month, per usage. Hire 10 people, software costs 10×. Business fluctuates between peak and off-season; SaaS doesn't refund by the month.
Local agent computer cost model: one-time purchase + negligible electricity. 10 users and 1 user—same hardware cost. Peak or off-season—electricity difference won't exceed 10 CNY/month.
More importantly: data stays within the company. Customer service conversations, client information, product strategy, design drafts—all local. No NDAs needed, no worry about SaaS provider bankruptcy, no concern about your data being used to train competitors' models.
Building Your "One-Person AI Department": How?
Kaihe's product lineup exactly covers every function of a "one-person department":
| "Department Function" | Recommended Device | Estimated Annual Savings |
|---|---|---|
| AI writing + customer service | A1 (999 CNY) | 5,000-8,000 CNY |
| AI design + image generation | C1/B1 (2,000-3,000 CNY) | 10,000-20,000 CNY |
| Data analysis + multi-agent orchestration | E1 (5,000 CNY) | 20,000-30,000 CNY |
| Full function coverage (writing+design+data+service) | G1 (~10,000 CNY) | 30,000-50,000 CNY |
Unlike SaaS's year-over-year price hikes, Kaihe is a one-time investment—the longer you use it, the more you save.
The Bottom Line: AI Freedom for Small Businesses
For the past two years, AI has been "a big-corporation game"—budget for cloud, or stay sidelined.
Kaihe aims to change that equation: make AI compute power and agent workflows into infrastructure every small business can afford and use.
Saving 30,000-50,000 CNY annually isn't about cutting staff—it's about letting AI handle the repetitive, mechanical, rule-based work, freeing humans to do what only humans can do.
That's what AI should look like.
Kaihe Agent Computer — Every small business's "one-person AI department" Learn more: nizwo.com